AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline logloss 0.250002 2.73
2_DecisionTree Decision Tree logloss 0.222161 133.45
3_Default_Xgboost Xgboost logloss 0.201696 129.52
4_Default_NeuralNetwork Neural Network logloss 0.235937 144.3
5_Default_RandomForest Random Forest logloss 0.221147 603.16
3_Default_Xgboost_GoldenFeatures Xgboost logloss 0.201963 129.47
2_DecisionTree_GoldenFeatures Decision Tree logloss 0.219555 129.2
4_Default_NeuralNetwork_GoldenFeatures Neural Network logloss 0.236634 149.24
the best Ensemble Ensemble logloss 0.201486 8.39

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Spearman Correlation of Models

models spearman correlation